DE102018222176A1 - Vorhersage des Spurwechsels von Fremdfahrzeugen - Google Patents

Vorhersage des Spurwechsels von Fremdfahrzeugen Download PDF

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Publication number
DE102018222176A1
DE102018222176A1 DE102018222176.6A DE102018222176A DE102018222176A1 DE 102018222176 A1 DE102018222176 A1 DE 102018222176A1 DE 102018222176 A DE102018222176 A DE 102018222176A DE 102018222176 A1 DE102018222176 A1 DE 102018222176A1
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Germany
Prior art keywords
vehicle
individual
classifier
ego vehicle
observations
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
DE102018222176.6A
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German (de)
English (en)
Inventor
Chun Yang
Laszlo Anka
Adam Rigo
Kornel Istvan Kis
Levente Kis
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Robert Bosch GmbH
Original Assignee
Robert Bosch GmbH
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Robert Bosch GmbH filed Critical Robert Bosch GmbH
Priority to DE102018222176.6A priority Critical patent/DE102018222176A1/de
Priority to US16/715,572 priority patent/US11332134B2/en
Priority to CN201911308902.0A priority patent/CN111332296B/zh
Publication of DE102018222176A1 publication Critical patent/DE102018222176A1/de
Pending legal-status Critical Current

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/18Propelling the vehicle
    • B60W30/18009Propelling the vehicle related to particular drive situations
    • B60W30/18163Lane change; Overtaking manoeuvres
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/08Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
    • B60W30/095Predicting travel path or likelihood of collision
    • B60W30/0956Predicting travel path or likelihood of collision the prediction being responsive to traffic or environmental parameters
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/0098Details of control systems ensuring comfort, safety or stability not otherwise provided for
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/02Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
    • B60W40/04Traffic conditions
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/08Interaction between the driver and the control system
    • B60W50/14Means for informing the driver, warning the driver or prompting a driver intervention
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W60/00Drive control systems specially adapted for autonomous road vehicles
    • B60W60/001Planning or execution of driving tasks
    • B60W60/0027Planning or execution of driving tasks using trajectory prediction for other traffic participants
    • B60W60/00274Planning or execution of driving tasks using trajectory prediction for other traffic participants considering possible movement changes
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0001Details of the control system
    • B60W2050/0019Control system elements or transfer functions
    • B60W2050/0022Gains, weighting coefficients or weighting functions
    • B60W2050/0024Variable gains
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0001Details of the control system
    • B60W2050/0019Control system elements or transfer functions
    • B60W2050/0022Gains, weighting coefficients or weighting functions
    • B60W2050/0025Transfer function weighting factor
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/08Interaction between the driver and the control system
    • B60W50/14Means for informing the driver, warning the driver or prompting a driver intervention
    • B60W2050/143Alarm means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/08Interaction between the driver and the control system
    • B60W50/14Means for informing the driver, warning the driver or prompting a driver intervention
    • B60W2050/146Display means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2552/00Input parameters relating to infrastructure
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2552/00Input parameters relating to infrastructure
    • B60W2552/05Type of road, e.g. motorways, local streets, paved or unpaved roads
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2554/00Input parameters relating to objects
    • B60W2554/40Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404Characteristics
    • B60W2554/4042Longitudinal speed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2554/00Input parameters relating to objects
    • B60W2554/40Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404Characteristics
    • B60W2554/4045Intention, e.g. lane change or imminent movement
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2554/00Input parameters relating to objects
    • B60W2554/40Dynamic objects, e.g. animals, windblown objects
    • B60W2554/404Characteristics
    • B60W2554/4049Relationship among other objects, e.g. converging dynamic objects
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2554/00Input parameters relating to objects
    • B60W2554/80Spatial relation or speed relative to objects
    • B60W2554/804Relative longitudinal speed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2555/00Input parameters relating to exterior conditions, not covered by groups B60W2552/00, B60W2554/00
    • B60W2555/20Ambient conditions, e.g. wind or rain
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems
    • G08G1/167Driving aids for lane monitoring, lane changing, e.g. blind spot detection

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Traffic Control Systems (AREA)
DE102018222176.6A 2018-12-18 2018-12-18 Vorhersage des Spurwechsels von Fremdfahrzeugen Pending DE102018222176A1 (de)

Priority Applications (3)

Application Number Priority Date Filing Date Title
DE102018222176.6A DE102018222176A1 (de) 2018-12-18 2018-12-18 Vorhersage des Spurwechsels von Fremdfahrzeugen
US16/715,572 US11332134B2 (en) 2018-12-18 2019-12-16 Predicting lane changes of other vehicles
CN201911308902.0A CN111332296B (zh) 2018-12-18 2019-12-18 其他车辆的车道变换的预测

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
DE102018222176.6A DE102018222176A1 (de) 2018-12-18 2018-12-18 Vorhersage des Spurwechsels von Fremdfahrzeugen

Publications (1)

Publication Number Publication Date
DE102018222176A1 true DE102018222176A1 (de) 2020-06-18

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
DE102018222176.6A Pending DE102018222176A1 (de) 2018-12-18 2018-12-18 Vorhersage des Spurwechsels von Fremdfahrzeugen

Country Status (3)

Country Link
US (1) US11332134B2 (zh)
CN (1) CN111332296B (zh)
DE (1) DE102018222176A1 (zh)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102021210545A1 (de) 2021-09-22 2023-03-23 Robert Bosch Gesellschaft mit beschränkter Haftung Verbesserte Vorhersage für Fahrmanöver von Fremdfahrzeugen
DE102021125945A1 (de) 2021-10-06 2023-04-06 Bayerische Motoren Werke Aktiengesellschaft Fahrzeugführungssystem und Verfahren zur Steuerung einer Nothalteassistenzfunktion eines Kraftfahrzeugs

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DE102016213495A1 (de) * 2016-07-22 2018-01-25 Robert Bosch Gmbh Fahrassistenzverfahren, Fahrassistenzsystem und Fahrzeug
JP7313298B2 (ja) * 2020-02-13 2023-07-24 本田技研工業株式会社 車両制御装置、車両制御方法、およびプログラム
US11433923B2 (en) * 2020-06-10 2022-09-06 Toyota Motor Engineering & Manufacturing North America, Inc. Systems and methods for long-term prediction of lane change maneuver
US11921506B2 (en) * 2021-05-28 2024-03-05 Nissan North America, Inc. Belief state determination for real-time decision-making
US20230037006A1 (en) * 2021-07-27 2023-02-02 Rivian Ip Holdings, Llc Map positioning via indication of turn intention
CN115447599B (zh) * 2022-09-22 2023-06-27 上海保隆汽车科技股份有限公司 车辆转向自动预警方法、装置、设备及可读存储介质

Citations (5)

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DE102006049264A1 (de) 2006-10-19 2008-04-30 Robert Bosch Gmbh Verfahren zum Betreiben einer Brennkraftmaschine sowie Steuer- und Regeleinrichtung für eine Brennkraftmaschine
US8903588B2 (en) * 2011-08-22 2014-12-02 Honda Research Institute Europe Gmbh Method and system for predicting movement behavior of a target traffic object
DE102016106983A1 (de) * 2016-04-15 2017-10-19 Valeo Schalter Und Sensoren Gmbh Verfahren zum Erkennen eines möglichen Spurwechselmanövers eines Zielfahrzeugs, Steuereinrichtung, Fahrerassistenzsystem sowie Kraftfahrzeug
DE102017117158A1 (de) * 2016-07-29 2018-02-01 GM Global Technology Operations LLC Systeme und verfahren für das management von spurwechseln beim autonomen fahren
DE102016009762A1 (de) * 2016-08-11 2018-02-15 Trw Automotive Gmbh Steuerungssystem und Steuerungsverfahren zum Ermitteln einer Wahrscheinlichkeit für einen Fahrspurwechsel eines vorausfahrenden Kraftfahrzeugs

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DE102012214979A1 (de) * 2012-08-23 2014-02-27 Robert Bosch Gmbh Spurwahlassistent zur Optimierung des Verkehrsflusses (Verkehrsflussassistent)
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JP6222475B2 (ja) * 2014-11-10 2017-11-01 マツダ株式会社 車両加減速制御装置
US9868393B2 (en) * 2015-12-10 2018-01-16 International Business Machines Corporation Vehicle accident avoidance system
US10748075B2 (en) * 2016-10-21 2020-08-18 Stmicroelectronics, Inc. Method and apparatus for energy efficient probabilistic context awareness of a mobile or wearable device user by switching between a single sensor and multiple sensors
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US10829120B2 (en) * 2018-06-18 2020-11-10 Valeo Schalter Und Sensoren Gmbh Proactive safe driving for an automated vehicle
CN111045422A (zh) * 2018-10-11 2020-04-21 顾泽苍 一种自动驾驶导入“机智获得”模型的控制方法
US10816987B2 (en) * 2018-10-15 2020-10-27 Zoox, Inc. Responsive vehicle control
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US11577750B2 (en) * 2018-11-08 2023-02-14 Bayerische Motoren Werke Aktiengesellschaft Method and apparatus for determining a vehicle comfort metric for a prediction of a driving maneuver of a target vehicle

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102006049264A1 (de) 2006-10-19 2008-04-30 Robert Bosch Gmbh Verfahren zum Betreiben einer Brennkraftmaschine sowie Steuer- und Regeleinrichtung für eine Brennkraftmaschine
US8903588B2 (en) * 2011-08-22 2014-12-02 Honda Research Institute Europe Gmbh Method and system for predicting movement behavior of a target traffic object
DE102016106983A1 (de) * 2016-04-15 2017-10-19 Valeo Schalter Und Sensoren Gmbh Verfahren zum Erkennen eines möglichen Spurwechselmanövers eines Zielfahrzeugs, Steuereinrichtung, Fahrerassistenzsystem sowie Kraftfahrzeug
DE102017117158A1 (de) * 2016-07-29 2018-02-01 GM Global Technology Operations LLC Systeme und verfahren für das management von spurwechseln beim autonomen fahren
DE102016009762A1 (de) * 2016-08-11 2018-02-15 Trw Automotive Gmbh Steuerungssystem und Steuerungsverfahren zum Ermitteln einer Wahrscheinlichkeit für einen Fahrspurwechsel eines vorausfahrenden Kraftfahrzeugs

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102021210545A1 (de) 2021-09-22 2023-03-23 Robert Bosch Gesellschaft mit beschränkter Haftung Verbesserte Vorhersage für Fahrmanöver von Fremdfahrzeugen
DE102021125945A1 (de) 2021-10-06 2023-04-06 Bayerische Motoren Werke Aktiengesellschaft Fahrzeugführungssystem und Verfahren zur Steuerung einer Nothalteassistenzfunktion eines Kraftfahrzeugs

Also Published As

Publication number Publication date
US11332134B2 (en) 2022-05-17
CN111332296A (zh) 2020-06-26
US20200189581A1 (en) 2020-06-18
CN111332296B (zh) 2024-03-29

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